Rational Approximations of Fractional Stochastic Partial Differential Equations

Functions that compute rational approximations of fractional elliptic stochastic partial differential equations. The package also contains functions for common statistical usage of these approximations. The main references for rSPDE are Bolin, Simas and Xiong (2023) for the covariance-based method and Bolin and Kirchner (2020) for the operator-based rational approximation. These can be generated by the citation function in R.


Reference manual

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install.packages("rSPDE")

2.6.0 by David Bolin, a month ago


https://davidbolin.github.io/rSPDE/


Report a bug at https://github.com/davidbolin/rSPDE/issues


Browse source code at https://github.com/cran/rSPDE


Authors: David Bolin [cre, aut] , Alexandre Simas [aut] , Finn Lindgren [ctb]


Documentation:   PDF Manual  


GPL (>= 3) | file LICENSE license


Imports stats, methods, fmesher, lifecycle, broom

Depends on Matrix

Suggests knitr, rmarkdown, INLA, testthat, ggplot2, lattice, splancs, optimParallel, RSpectra, numDeriv, inlabru, sn, viridis, doParallel, foreach, tidyr, dplyr, GeneralizedHyperbolic, gridExtra, MetricGraph, sf, flexiblas, withr


Imported by BSSoverSpace, DAST, MetricGraph, disaggregation.

Suggested by excursions, ngme2.


See at CRAN